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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMOX1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
356.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
247.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
222.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
203.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
167.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
152.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
133.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
115.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
102.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
90.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
81.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
80.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
71.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
70.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
69.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
65.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
63.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
47.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
44.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
42.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
38.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
35.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
32.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
31.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
27.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
27.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
25.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
25.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMOX1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
267.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1336.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
941.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
898.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
898.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
897.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
893.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
881.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
866.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
856.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
751.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
745.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
743.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
727.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
726.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
707.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
705.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
703.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
665.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
648.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
630.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
600.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
590.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
589.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
584.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
580.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
577.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
575.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
562.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
556.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
553.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
542.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
542.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
541.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
531.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
530.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
527.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
519.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
518.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
514.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
514.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
513.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
512.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
511.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
504.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
501.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
497.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
497.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
483.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
469.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
467.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
465.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
464.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
464.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
443.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
442.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
440.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
438.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
435.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
432.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
430.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
429.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
429.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
427.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
426.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
425.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
424.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
423.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
421.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
421.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
418.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
413.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
409.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
407.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
407.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
406.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
402.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
400.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
399.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
397.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
396.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
391.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
390.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
390.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
388.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
384.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
384.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
384.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
384.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
381.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
380.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
380.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
379.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
378.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
378.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
378.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
376.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
376.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
374.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
374.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
373.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
372.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
371.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
371.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
371.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
370.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
367.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
366.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
364.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
362.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
361.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
358.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
354.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
354.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
353.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
353.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
350.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
348.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
347.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
347.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
344.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
344.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
343.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
342.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
341.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
341.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
338.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
338.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
337.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
335.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
334.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
333.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
333.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
331.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
330.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
329.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
329.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
328.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
327.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
325.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
325.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
324.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
324.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
323.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
322.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
322.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
321.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
319.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
318.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
317.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
314.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
313.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
310.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
309.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
308.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
308.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
307.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
307.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
307.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
305.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
304.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
303.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
303.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
303.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
303.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
302.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
302.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
302.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
300.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
298.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
298.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
298.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
297.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
292.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
291.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
291.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
289.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
289.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
288.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
288.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
287.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
286.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
286.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
284.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
284.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
283.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
283.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
283.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
282.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
282.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
281.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
281.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
280.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
280.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
280.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
278.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
278.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
277.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
276.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
276.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
276.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
275.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
275.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
274.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
273.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
273.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
272.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
272.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
268.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
267.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
267.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
265.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
265.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
263.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
263.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
263.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
262.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
262.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
262.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
261.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
261.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
261.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
261.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
259.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
259.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
259.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
258.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
258.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
257.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
257.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
256.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
256.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
256.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
255.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
255.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
255.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
255.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
254.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
253.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
251.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
251.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
251.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
251.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
250.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
250.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
250.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
249.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
249.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
249.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
247.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
247.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
247.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
247.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
247.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
247.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
246.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
246.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
246.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
246.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
244.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
243.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
242.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
240.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
240.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
240.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
240.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
239.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
238.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
238.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
238.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
238.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
237.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
237.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
236.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
236.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
235.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
235.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
235.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
234.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
234.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
233.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
232.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
231.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
230.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
229.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
228.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
228.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
225.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
224.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
222.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
222.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
221.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
221.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
221.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
221.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
220.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
220.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
220.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
219.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
219.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
218.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
216.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
216.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
215.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
214.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
214.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
213.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
213.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
212.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
212.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
211.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
211.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
211.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
210.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
210.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
209.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
208.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
208.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
207.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
207.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
206.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
205.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
205.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
205.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
205.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
205.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
204.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
203.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
202.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
202.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
200.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
200.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
200.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
200.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
199.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
199.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
198.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
198.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
197.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
197.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
196.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
196.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
196.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
195.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
194.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
192.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
192.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
191.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
191.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
190.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
190.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
190.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
189.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
188.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
187.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
186.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
186.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
185.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
185.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
185.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
183.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
183.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
182.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
181.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
181.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
180.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
180.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
180.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
179.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
177.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
176.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
175.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
175.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
175.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
175.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
175.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
175.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
174.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
173.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
173.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
172.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
172.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
172.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
171.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
170.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
170.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
170.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
170.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
170.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
170.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
170.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
168.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
167.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
167.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
166.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
166.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
165.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
162.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
162.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
161.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
161.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
161.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
160.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
158.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
156.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
156.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
156.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
155.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
155.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
154.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
154.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
153.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
153.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
152.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
151.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
151.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
150.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
150.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
149.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
148.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
148.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
147.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
146.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
146.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
145.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
144.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
142.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
142.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
140.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
138.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
138.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
137.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
137.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
137.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
136.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
136.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
135.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
133.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
132.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
129.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
128.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
128.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
127.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
126.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
126.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
124.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
124.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
124.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
123.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
122.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
122.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
121.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
120.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
120.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
120.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
118.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
116.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
115.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
112.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
111.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
108.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
108.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
107.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
107.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
103.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
103.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
102.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
101.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
99.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
93.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
92.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
88.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
88.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
77.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
75.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
74.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
74.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
71.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
69.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
66.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
66.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
62.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
59.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
59.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
58.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
56.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
56.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
51.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
50.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
50.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
49.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
40.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
39.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
33.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
29.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
25.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
23.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMOX1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
303.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
886.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
847.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
783.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
741.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
716.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
700.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
651.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
651.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
589.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
579.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
561.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
538.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
537.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
519.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
512.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
490.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
487.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
460.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
457.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
422.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
413.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
410.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
393.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
385.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
378.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
340.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
309.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
305.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
302.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
297.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
297.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
289.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
288.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
287.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
287.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
287.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
286.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
286.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
284.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
276.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
276.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
271.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
271.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
270.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
269.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
266.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
265.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
264.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
263.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
262.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
262.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
261.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
254.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
254.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
253.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
252.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
249.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
248.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
245.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
244.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
242.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
242.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
241.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
240.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
239.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
231.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
227.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
224.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
209.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
206.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
205.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
204.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
202.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
197.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
193.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
188.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
182.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
181.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
176.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
173.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
173.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
169.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
168.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
163.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
155.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
153.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
151.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
150.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
142.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
142.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
139.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
133.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
132.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
104.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
71.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
62.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMOX1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
185.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2311.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1325.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1280.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1236.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1137.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1095.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1064.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
926.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
924.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
854.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
811.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
712.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
711.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
701.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
689.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
678.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
667.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
667.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
664.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
627.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
598.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
572.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
570.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
565.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
549.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
545.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
541.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
510.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
492.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
482.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
477.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
476.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
429.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
424.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
396.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
393.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
390.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
381.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
376.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
366.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
348.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
329.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
328.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
326.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
324.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
319.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
312.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
310.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
297.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
296.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
292.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
292.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
292.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
268.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
261.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
261.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
258.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
256.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
223.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
208.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
205.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
202.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
198.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
197.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
196.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
193.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
191.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
190.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
190.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
188.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
188.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
184.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
184.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
182.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
181.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
180.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
177.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
177.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
176.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
175.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
173.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
173.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
171.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
170.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
170.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
170.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
167.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
164.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
161.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
159.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
158.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
158.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
156.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
155.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
154.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
152.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
152.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
144.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
142.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
141.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
140.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
133.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
132.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
128.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
128.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
127.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
126.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
125.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
124.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
124.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
119.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
117.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
116.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
116.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
116.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
114.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
111.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
111.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
111.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
107.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
107.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
107.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
107.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
106.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
105.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
104.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
104.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
103.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
103.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
101.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
101.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
101.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
98.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
97.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
96.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
95.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
94.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
93.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
93.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
89.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
89.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
87.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
86.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
86.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
86.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
85.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
85.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
85.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
84.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
83.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
82.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
82.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
82.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
82.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
79.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
78.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
77.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
76.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
75.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
73.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
72.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
71.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
71.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
71.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
71.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
70.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
69.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
69.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
69.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
68.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
68.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
68.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
67.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
67.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
65.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
65.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
61.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
60.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
60.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
59.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
57.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
57.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
56.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
56.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
55.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
55.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
55.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
54.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
53.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
53.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
52.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
52.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
52.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
49.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
47.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
46.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
45.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
45.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
45.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
44.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
44.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
43.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
42.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
37.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
36.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
33.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
32.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
28.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
25.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
22.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
16.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
14.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
11.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
6.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
3.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078510003
Tumor
1.8
CPT0092730003
Tumor
1.5
CPT0025290003
Tumor
1.5
CPT0075560003
Tumor
1.5
CPT0065750003
Tumor
1.3
CPT0086030003
Tumor
1.3
CPT0066470004
Tumor
1.1
CPT0089460004
Tumor
1.1
CPT0014160003
Tumor
1.1
CPT0001340003
Tumor
1.0
CPT0065930003
Tumor
1.0
CPT0064370003
Tumor
0.9
CPT0089020003
Tumor
0.9
CPT0076330003
Tumor
0.8
CPT0092790003
Tumor
0.8
CPT0001500009
Tumor
0.8
CPT0088760003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0092290003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0020120003
Tumor
0.7
CPT0019990003
Tumor
0.7
CPT0063320003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0088630003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0006630003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0066480003
Tumor
0.5
CPT0087040003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0001220008
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0015810003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0007320003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0012080003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0066430001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0092800003
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0025610001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0089480003
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0012570003
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0078940001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0001270001
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0001550001
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0010120001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0009080003
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0000660001
Normal
-0.7
CPT0012920003
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0025920001
Normal
-0.7
CPT0069000003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0077320001
Normal
-0.8
CPT0012180003
Tumor
-0.8
CPT0009020003
Normal
-0.8
CPT0011410003
Tumor
-0.8
CPT0078800003
Tumor
-0.9
CPT0079510001
Normal
-1.0
CPT0002270011
Tumor
-1.1
CPT0001230001
Normal
-1.2
CPT0079300001
Normal
-1.2
CPT0012640003
Normal
-1.4
CPT0084560003
Tumor
-1.4
CPT0078660003
Tumor
-1.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
